Overview

All Released Cards

By Type x Primary Symbol

Percent Owned of All

## Joining, by = c("Pack", "total", "num_collected", "num_uncollected", "in_collection")

## Joining, by = c("Pack", "total", "num_collected", "num_uncollected", "in_collection")

## Joining, by = c("Pack", "total", "num_collected", "num_uncollected", "in_collection")

## Joining, by = c("Pack", "total", "num_collected", "num_uncollected", "in_collection")

## Joining, by = c("Pack", "total", "num_collected", "num_uncollected", "in_collection")

## Joining, by = c("Pack", "total", "num_collected", "num_uncollected", "in_collection")

## Joining, by = c("Pack", "total", "num_collected", "num_uncollected", "in_collection")

## Joining, by = c("Pack", "total", "num_collected", "num_uncollected", "in_collection")

## Joining, by = c("Pack", "total", "num_collected", "num_uncollected", "in_collection")

Collection

By Type x Primary Symbol

Pack Specific

The Path to Hokage

## Warning: Grouping rowwise data frame strips rowwise nature
## Warning: Grouping rowwise data frame strips rowwise nature
## Joining, by = "Type"

Coils of the Snake

## Warning: Grouping rowwise data frame strips rowwise nature
## Warning: Grouping rowwise data frame strips rowwise nature
## Joining, by = "Type"

Promotional Cards

## Warning: Grouping rowwise data frame strips rowwise nature
## Warning: Grouping rowwise data frame strips rowwise nature
## Joining, by = "Type"

Curse of the Sand

## Warning: Grouping rowwise data frame strips rowwise nature
## Warning: Grouping rowwise data frame strips rowwise nature
## Joining, by = "Type"

Revenge and Rebirth

## Warning: Grouping rowwise data frame strips rowwise nature
## Warning: Grouping rowwise data frame strips rowwise nature
## Joining, by = "Type"

Dream Legacy

## Warning: Grouping rowwise data frame strips rowwise nature
## Warning: Grouping rowwise data frame strips rowwise nature
## Joining, by = "Type"

Eternal Rivalry

## Warning: Grouping rowwise data frame strips rowwise nature
## Warning: Grouping rowwise data frame strips rowwise nature
## Joining, by = "Type"

Quest for Power

## Warning: Grouping rowwise data frame strips rowwise nature
## Warning: Grouping rowwise data frame strips rowwise nature
## Joining, by = "Type"

Battle of Destiny

## Warning: Grouping rowwise data frame strips rowwise nature
## Warning: Grouping rowwise data frame strips rowwise nature
## Joining, by = "Type"

The Chosen

## Warning: Grouping rowwise data frame strips rowwise nature
## Warning: Grouping rowwise data frame strips rowwise nature
## Joining, by = "Type"

Lineage of the Legends

## Warning: Grouping rowwise data frame strips rowwise nature
## Warning: Grouping rowwise data frame strips rowwise nature
## Joining, by = "Type"

Approaching Wind

## Warning: Grouping rowwise data frame strips rowwise nature
## Warning: Grouping rowwise data frame strips rowwise nature
## Joining, by = "Type"

A New Chronicle

## Warning: Grouping rowwise data frame strips rowwise nature
## Warning: Grouping rowwise data frame strips rowwise nature
## Joining, by = "Type"

Fateful Reunion

## Warning: Grouping rowwise data frame strips rowwise nature
## Warning: Grouping rowwise data frame strips rowwise nature
## Joining, by = "Type"

Emerging Alliance

## Warning: Grouping rowwise data frame strips rowwise nature
## Warning: Grouping rowwise data frame strips rowwise nature
## Joining, by = "Type"

Platinum Promos

Foretold Prophecy

## Warning: Grouping rowwise data frame strips rowwise nature
## Warning: Grouping rowwise data frame strips rowwise nature
## Joining, by = "Type"

Broken Promise

## Warning: Grouping rowwise data frame strips rowwise nature
## Warning: Grouping rowwise data frame strips rowwise nature
## Joining, by = "Type"

Will of Fire

## Warning: Grouping rowwise data frame strips rowwise nature
## Warning: Grouping rowwise data frame strips rowwise nature
## Joining, by = "Type"

Tournament Pack 1

## Warning: Grouping rowwise data frame strips rowwise nature
## Warning: Grouping rowwise data frame strips rowwise nature
## Joining, by = "Type"

Fangs of the Snake

Path of Pain

Tournament Pack 2

Tales of the Gallant Sage

Shattered Truths

## Warning: Grouping rowwise data frame strips rowwise nature
## Warning: Grouping rowwise data frame strips rowwise nature
## Joining, by = "Type"

Tournament Pack 3

Weapons of War

## Warning: Grouping rowwise data frame strips rowwise nature
## Warning: Grouping rowwise data frame strips rowwise nature
## Joining, by = "Type"

Invasion

## Warning: Grouping rowwise data frame strips rowwise nature
## Warning: Grouping rowwise data frame strips rowwise nature
## Joining, by = "Type"

Tournament Pack 4

## Warning: Grouping rowwise data frame strips rowwise nature
## Warning: Grouping rowwise data frame strips rowwise nature
## Joining, by = "Type"

Sage’s Legacy

Kage Summit

## Warning: Grouping rowwise data frame strips rowwise nature
## Warning: Grouping rowwise data frame strips rowwise nature
## Joining, by = "Type"

Avenger’s Wrath

Hero’s Ascension

## Warning: Grouping rowwise data frame strips rowwise nature
## Warning: Grouping rowwise data frame strips rowwise nature
## Joining, by = "Type"

Ultimate Ninja Storm 3

## Warning: Grouping rowwise data frame strips rowwise nature
## Warning: Grouping rowwise data frame strips rowwise nature
## Joining, by = "Type"

Does rarity predict number of cards in collection?

# Make rarity into numeric
collection <- collection %>% mutate(rarity = ifelse(Rarity == "Starter", 1, ifelse(Rarity == "Promo", 2, ifelse(Rarity=="Parallel", 3, ifelse(Rarity == "Common", 4, ifelse(Rarity=="Uncommon", 5, ifelse(Rarity=="Rare", 6, ifelse(Rarity=="Super Rare", 7, ifelse(Rarity=="STSR", 8, ifelse(Rarity=="B&G Super Rare", 9, NA))))))))))
rarity_lm <- lm(Owned ~ rarity, collection)
summary(rarity_lm)
## 
## Call:
## lm(formula = Owned ~ rarity, data = collection)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -3.1663 -2.1196 -1.1196  0.6187 29.6187 
## 
## Coefficients:
##             Estimate Std. Error t value Pr(>|t|)    
## (Intercept)  4.42801    0.42796  10.347  < 2e-16 ***
## rarity      -0.26168    0.09092  -2.878  0.00409 ** 
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 3.589 on 945 degrees of freedom
##   (1 observation deleted due to missingness)
## Multiple R-squared:  0.00869,    Adjusted R-squared:  0.007641 
## F-statistic: 8.284 on 1 and 945 DF,  p-value: 0.00409